I'm thinking that it's too much water, causing a fungus. I only water trees/bushes during the first year of planting, then afterwards, their root system should be strong enough to support the plant. The only reason I would water something like a red twig dogwood after year one would be if there was drought, and it wasn't getting enough water and it was wilting.
